Solution Architect IRC266394

Description

Join GlobalLogic’s Architects Team within the Healthcare Business Unit, supporting clients across the EMEA region. This strategic role focuses on engaging new clients, designing advanced AI solutions for medical image analysis, and launching projects involving computer vision, deep learning, and generative AI. You’ll work on cutting-edge use cases like diagnostic assistance, surgical planning, and radiology automation, bringing meaningful impact to patient care. If you’re passionate about AI in healthcare and want to drive innovation with real-world results, we’d love to hear from you.

Requirements

• Master’s or PhD in Computer Science, AI, Biomedical Engineering, or a related field.
• 7+ years of experience in AI/ML with at least 3 years focused on computer vision and deep learning.
• Proven experience with CNN architectures (e.g., ResNet, UNet, EfficientNet, VGG).
• Experience with GANs (e.g., CycleGAN, StyleGAN, Pix2Pix) and synthetic image generation.
• Hands-on with TensorFlow, PyTorch, OpenCV, and related vision libraries.
• Strong understanding of preprocessing techniques for medical imaging data (e.g., DICOM, NIfTI).
• Familiarity with training in cloud environments (Azure, AWS, GCP).
• Experience in deploying models and integrating with PACS systems or cloud-native imaging stacks.
• Solid understanding of model performance metrics and validation strategies for imaging.
• Excellent communication skills and at least Upper-Intermediate English level.

Preferred Qualifications (Nice to Have)

• Experience with FDA/CE Class B or C medical imaging products.
• Familiarity with explainable AI (Grad-CAM, LIME) and fairness techniques for imaging models.
• Knowledge of FHIR, HL7, and healthcare data standards.
• Understanding of HIPAA, GDPR, or other relevant data protection regulations.
• Experience with AI for surgical robotics, augmented reality in healthcare, or histopathology image analysis.
• Involvement in technical presales or client advisory initiatives.

Job responsibilities

• Design, develop, and optimize AI models for image classification, segmentation, detection, and synthesis.
• Lead computer vision and generative AI solutioning in client engagements and presales discussions.
• Build CNN- and GAN-based architectures tailored for healthcare and medical imaging use cases.
• Prepare and preprocess large-scale datasets from modalities like X-ray, CT, MRI, and digital pathology.
• Guide annotation strategies and quality control for labeled data.
• Collaborate with cloud, DevOps, and QA teams to integrate models into production pipelines.
• Ensure model robustness, explainability, and regulatory readiness (e.g., traceability, reproducibility).
• Conduct technical workshops and communicate complex concepts to clients in an accessible way.
• Stay current with research trends and evaluate new techniques for potential integration.
• Contribute to internal accelerators, frameworks, and IP development.

What we offer

Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders. 

Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!

High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

About GlobalLogic

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.